publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Conditional optimal transport on function spaces
    Bamdad Hosseini, Alexander W. Hsu, and Amirhossein Taghvaei
    SIAM/ASA Journal on Uncertainty Quantification, 2025
  2. Data-Efficient Kernel Methods for Learning Differential Equations and Their Solution Operators: Algorithms and Error Analysis
    Yasamin Jalalian, Juan Felipe Osorio Ramirez, Alexander Hsu, Bamdad Hosseini, and Houman Owhadi
    2025
  3. Sharp bounds on the failure of the hot spots conjecture
    Jaume Dios Pont, Alexander W. Hsu, and Mitchell A. Taylor
    2025
  4. A joint optimization approach to identifying sparse dynamics using least squares kernel collocation
    Alexander W. Hsu, Ike W. Griss Salas, Jacob M. Stevens-Haas, J. Nathan Kutz, Aleksandr Aravkin, and Bamdad Hosseini
    2025
  5. Operator Learning at Machine Precision
    Aras Bacho, Aleksei G. Sorokin, Xianjin Yang, Théo Bourdais, Edoardo Calvello, Matthieu Darcy, Alexander W. Hsu, Bamdad Hosseini, and Houman Owhadi
    2025
  6. Global age-sex-specific all-cause mortality and life expectancy estimates for 204 countries and territories and 660 subnational locations, 1950–2023: a demographic analysis for the Global Burden of Disease Study 2023
    GBD 2023 Demographics Collaborators
    The Lancet, 2025

2024

  1. Corrected correlation estimates for meta-analysis
    Alexander Johnson-Vázquez, Alexander W. Hsu, Peng Zheng, and Aleksandr Aravkin
    2024
  2. Raking mortality rates across cause, population group and geography with uncertainty quantification
    Ariane Ducellier, Alexander Hsu, Parkes Kendrick, Bill Gustafson, Laura Dwyer-Lindgren, Christopher Murray, Peng Zheng, and Aleksandr Aravkin
    2024

2023

  1. Strange properties of linear reservoirs in the infinitely large limit for prediction of continuous-time signals
    Alexander Hsu, and Sarah E. Marzen
    Journal of Statistical Physics, 2023
  2. Covering point-sets with parallel hyperplanes and sparse signal recovery
    Lenny Fukshansky, and Alexander Hsu
    Discrete & Computational Geometry, 2023

2020

  1. Discrete Geometry and Covering Problems
    Alexander Hsu
    Claremont McKenna College, 2020
  2. Time cells might be optimized for predictive capacity, not redundancy reduction or memory capacity
    Alexander Hsu, and Sarah E. Marzen
    Physical Review E, 2020